#1 Introduction +
Where is the digital revolution?
Faculty of Humanities and Social Sciences
University of Lucerne
March 3, 2023
AI is a moving target with respect to …
An image segmentation with Facebook’s Detectron2 (Wu et al. 2019)
Recognizing speech regardless of language, accent, speed, noise etc.
Check out samples of Whisper (Radford et al. 2022)
Personalizing voice given an audio sample of 3s
Check out samples of VALL-E (Wang et al. 2023)
Breakthrough by combining language processing and image generation with Muse (Chang et al. 2023)
Editing pictures with Muse using natural language (Chang et al. 2023)
Checkout this demo trailer for authentic dubbing.
🎥
Coding is a superpower …
… to tackle complex problems on scale
directed country mentions in UN speeches
🤓 inputs are more than welcome!
| Date | Topic |
|---|---|
| 03 March 2023 | Introduction + Where is the digital revolution? |
| 10 March 2023 | Text as Data |
| 17 March 2023 | Setting up your Development Environment |
| 24 March 2023 | Introduction to the Command-line |
| 31 March 2023 | Basic NLP with Command-line |
| 07 April 2023 | Learning Regular Expressions |
| 14 April 2023 | Working with (your own) Data |
| 21 April 2023 | no lecture (Osterpause) |
| 28 April 2023 | Ethics and the Evolution of NLP |
| 05 May 2023 | Introduction to Python |
| 12 May 2023 | NLP with Python |
| 19 May 2023 | NLP with Python + Working Session |
| 26 May 2023 | no lecture (Christi Himmelfahrt) |
| 02 June 2023 | Mini-Project Presentations + Discussion |
You will be tech-savvy…
…yet no programmer applying fancy machine learning
Please fill out this questionnaire
Lazer, David, Alex Pentland, Lada Adamic, Sinan Aral, Albert-László Barabási, Devon Brewer, Nicholas Christakis, Noshir Contractor, James Fowler, Myron Gutmann, Tony Jebara, Gary King, Michael Macy, Deb Roy, and Marshall Van Alstyne. 2009. “Computational Social Science.” Science 323(5915):721–23.
(via OLAT)
Graham, Shawn, Ian Milligan, and Scott Weingart. 2015. Exploring Big Historical Data: The Historian’s Macroscope. Open Draft Version. Under contract with Imperial College Press.